Proportion of people claiming Universal Credit who are in employment. This is based on the count of the number of people on Universal Credit on the second Thursday of each month (completed the Universal Credit claim process and accepted their Claimant Commitment) and have not had a closure of their claim recorded for this spell. A closure of their claim would be recorded either at the request of the individual or if their entitlement to Universal Credit ends, for example, if they no longer satisfy the financial conditions to receive Universal Credit as they have capital over the threshold. To allow sufficient time for earnings information to be gathered on all claimants, figures for the latest month in the series will not be available until the next release. Figures provided for starts show the Jobcentre Plus office recorded at the start of the claim, whereas the figures for the number of people on Universal Credit are representative of the current Jobcentre Plus office that the claimant is attending. It is possible for people to have started on Universal Credit in one office and have moved to another office during their claim, and for this reason, the number of people on Universal Credit can be higher than the starts figure for any particular office, however it is more noticeable when numbers are low. You may be eligible to get Universal Credit if you’re on a low income or out of work, 18 or over (there are some exceptions if you’re 16 to 17), you’re under State Pension age (or your partner is), you and your partner have £16,000 or less in savings between you, and you live in the UK. Universal Credit has replaced Jobseeker’s Allowance (JSA) for most people. It is still possible to claim JSA if you are 18 or over and under State Pension age. As long as you are actively looking for a full-time job and are out of work, or are working less than 16 hours a week. These standalone JSA claims are separately reported. Statistical disclosure control has been applied with Stat-Xplore, which guards against the identification of an individual claimant.Data is Powered by LG Inform Plus and automatically checked for new data on the 3rd of each month.

The number of Universal Credit claimants includes those who have started Universal Credit (completed the Universal Credit claim process and accepted their Claimant Commitment) and have not had a closure of their claim recorded for this spell, up to the 'count date' (second Thursday in each month). A closure of their claim would be recorded either at the request of the individual or if their entitlement to Universal Credit ends, for example, if they no longer satisfy the financial conditions to receive Universal Credit as they have capital over £16,000. Please note that figures for the latest month are provisional and will be finalised in the next release (the expectation is that the overall provisional figure will be within two per cent of the final figure). The figures include a breakdown on whether the claimant is in employment or not in employment. This figure is only provided for the revised month, and is not available for the latest provisional month in the series. An individual on Universal Credit at the count date will be recorded as in employment if they have employment earnings within the Universal Credit assessment period which spans the count date. They may not be in employment precisely on the count date.Statistical disclosure control has been applied with Stat-Xplore, which guards against the identification of an individual claimant.

Proportion of people claiming Universal Credit who are in employment. This is based on the count of the number of people on Universal Credit on the second Thursday of each month (completed the Universal Credit claim process and accepted their Claimant Commitment) and have not had a closure of their claim recorded for this spell. A closure of their claim would be recorded either at the request of the individual or if their entitlement to Universal Credit ends, for example, if they no longer satisfy the financial conditions to receive Universal Credit as they have capital over the threshold. To allow sufficient time for earnings information to be gathered on all claimants, figures for the latest month in the series will not be available until the next release. Figures provided for starts show the Jobcentre Plus office recorded at the start of the claim, whereas the figures for the number of people on Universal Credit are representative of the current Jobcentre Plus office that the claimant is attending. It is possible for people to have started on Universal Credit in one office and have moved to another office during their claim, and for this reason, the number of people on Universal Credit can be higher than the starts figure for any particular office, however it is more noticeable when numbers are low. You may be eligible to get Universal Credit if you’re on a low income or out of work, 18 or over (there are some exceptions if you’re 16 to 17), you’re under State Pension age (or your partner is), you and your partner have £16,000 or less in savings between you, and you live in the UK. Universal Credit has replaced Jobseeker’s Allowance (JSA) for most people. It is still possible to claim JSA if you are 18 or over and under State Pension age. As long as you are actively looking for a full-time job and are out of work, or are working less than 16 hours a week. These standalone JSA claims are separately reported. Statistical disclosure control has been applied with Stat-Xplore, which guards against the identification of an individual claimant.Data is Powered by LG Inform Plus and automatically checked for new data on the 3rd of each month.

This dataset uses ONS Claimant Count estimates to monitor unemployment in Leicester. Claimant data by age and sex are presented here for Leicester and England to allow for comparison. This dataset shows data for the latest available month only.Claimant Count is the number of people claiming Universal Credit or Jobseekers' Allowance principally for the reason of being unemployed.Claimant Count is a useful proxy for unemployment because it is the most comprehensive unemployment-related dataset published at geographies smaller than the local authority level. While there is significant overlap, it is not the same as the national measure for unemployment, which is based on estimates from the Labour Force Survey and Annual Population Survey.Claimant Count is best used for understanding short term changes in the labour market and the relative position of small areas.Rates are calculated using ONS mid-year estimates for the 16-64 year old population as a denominator.The ONS does not publish claimant count rate estimates for the age bands presented here, so these are not official estimates and should be treated with caution.Further information: https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/methodologies/aguidetolabourmarketstatistics#introduction

This data has been taken from LGInform at http://lginform.local.gov.uk/ data reference ID 5470 The figures show the numbers of people claiming unemployment benefits aged between 25-49 and living in Plymouth. The data is monthly and shows data ranging from Jan 2013 to May 2017. Number of people claiming unemployment related benefits, aged 25-49 - This is the total number of people aged 24-49 claiming unemployment related benefits (Claimant Count). The Claimant Count is a measure of the number of people claiming benefits principally for the reason of being unemployed, based on administrative data from the benefits system. From April 2015, the Claimant Count includes all Universal Credit claimants who are required to seek work and be available for work, as well as all Jobseeker's Allowance (JSA) claimants, between May 2013 and March 2015, the Claimant Count includes all out of work Universal Credit claimants as well as all JSA claimants prior to this the Claimant Count is a count of the number of people claiming JSA. The Claimant Count includes people who claim unemployment related benefits but who do not receive payment. For example some claimants will have had their benefits stopped for a limited period of time by Jobcentre Plus. Some people claim JSA in order to receive National Insurance Credits. The Claimant Count does not attempt to measure unemployment, which is a concept defined by the International Labour Organisation (ILO) as all those who are out of work, actively seeking work and available to start work. However, since the people claiming benefits are generally a particular subset of the unemployed, the Claimant Count can provide a useful indication of how unemployment is likely to vary between areas and over time. The Claimant Count estimates provide the best available estimates of the number of people claiming unemployment related benefits in the UK. Source name: Nomis Collection name: Claimant county by sex and age Polarity: No polarity Polarity is how sentiment is measured "Sentiment is usually considered to have "poles" positive and negative these are often translated into "good" and "bad" sentiment analysis is considered useful to tell us what is good and bad in our information stream

Disabled Londoners have been disproportionately impacted by changes to the tax and benefits system and the introduction of Universal Credit (UC) has hit disabled Londoners particularly hard. Cuts to civil society organisations and Local Authority budgets have also reduced support for disabled Londoners.

This research provides an insight into the ecosystem of organisations in London offering support to disability benefit claimants migrating to UC. It adds further evidence to the design and implementation flaws that makes the process of claiming UC for disabled Londoners so difficult. It includes rich evidence, featuring the voices of people supporting disabled Londoners in illustrating the problems with this system.

Antallet af Universal Credit fordringshavere omfatter dem, der har påbegyndt Universal Credit (afsluttet Universal Credit Claim process og accepteret deres fordringshaver forpligtelse) og ikke har haft en lukning af deres krav registreret for denne periode, indtil "tællingsdatoen" (anden torsdag i hver måned). En lukning af deres krav vil blive registreret enten på anmodning af den enkelte, eller hvis deres ret til Universal Credit ophører, f.eks. hvis de ikke længere opfylder de finansielle betingelser for at modtage universel kredit, da de har kapital på over £16.000. Bemærk, at tallene for den seneste måned er foreløbige og vil blive afsluttet i den næste udgivelse (forventningen er, at det samlede foreløbige tal vil ligge inden for 2 % af det endelige tal). Tallene omfatter en opdeling af, om ansøgeren er i beskæftigelse eller ej. Dette tal er kun angivet for den reviderede måned og foreligger ikke for den seneste foreløbige måned i serien. En person på Universal Credit på optællingsdatoen vil blive registreret som i beskæftigelse, hvis vedkommende har arbejdsindtjening inden for den universelle kreditvurderingsperiode, der strækker sig over optællingsdatoen. De er muligvis ikke i beskæftigelse netop på optællingsdatoen.Statistisk oplysningskontrol er blevet anvendt med Stat-Xplore, som beskytter mod identifikation af en individuel ansøger.

🇬🇧 영국 English This dataset uses ONS Claimant Count estimates to monitor unemployment in Leicester. Claimant data by age and sex are presented here for Leicester and England to allow for comparison. This dataset shows data for the latest available month only.Claimant Count is the number of people claiming Universal Credit or Jobseekers' Allowance principally for the reason of being unemployed.Claimant Count is a useful proxy for unemployment because it is the most comprehensive unemployment-related dataset published at geographies smaller than the local authority level. While there is significant overlap, it is not the same as the national measure for unemployment, which is based on estimates from the Labour Force Survey and Annual Population Survey.Claimant Count is best used for understanding short term changes in the labour market and the relative position of small areas.Rates are calculated using ONS mid-year estimates for the 16-64 year old population as a denominator.The ONS does not publish claimant count rate estimates for the age bands presented here, so these are not official estimates and should be treated with caution.Further information: https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/methodologies/aguidetolabourmarketstatistics#introduction

This dataset uses Claimant Count to monitor unemployment by Leicester electoral ward. Only one month's data is available here to allow the data to be presented as a map.Claimant Count is the number of people claiming Universal Credit or Jobseekers' Allowance principally for the reason of being unemployed.Claimant Count is a useful proxy for unemployment because it is the most comprehensive unemployment-related dataset published at geographies smaller than the local authority level. However, it is not the same as the national measure for unemployment, which is based on estimates from the Labour Force Survey and Annual Population Survey.Claimant Count is best used for understanding short term changes in the labour market and the relative position of small areas.Rates are calculated using ONS mid-year estimates for the 16-64 year old population as a denominator.Further information: https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/methodologies/aguidetolabourmarketstatistics#introduction

This dataset uses ONS Claimant Count estimates to monitor unemployment in Leicester.Claimant Count is the number of people claiming Universal Credit or Jobseekers' Allowance principally for the reason of being unemployed.Claimant Count is a useful proxy for unemployment because it is the most comprehensive unemployment-related dataset published at geographies smaller than the local authority level. While there is significant overlap, it is not the same as the national measure for unemployment, which is based on estimates from the Labour Force Survey and Annual Population Survey.Claimant Count is best used for understanding short term changes in the labour market and the relative position of small areas.Rates are calculated using ONS mid-year estimates for the 16-64 year old population as a denominator.Further information: https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/methodologies/aguidetolabourmarketstatistics#introduction

This is the proportion of children aged under 16 (0-15) living in families in absolute low income during the year. The figures are based on the count of children aged under 16 (0-15) living in the area derived from ONS mid-year population estimates. The count of children refers to the age of the child at 30 June of each year.

Low income is a family whose equivalised income is below 60 per cent of median household incomes. Gross income measure is Before Housing Costs (BHC) and includes contributions from earnings, state support, and pensions. Equivalisation adjusts incomes for household size and composition, taking an adult couple with no children as the reference point. For example, the process of equivalisation would adjust the income of a single person upwards, so their income can be compared directly to the standard of living for a couple.

Absolute low income is income Before Housing Costs (BHC) in the reference year in comparison with incomes in 2010/11 adjusted for inflation. A family must have claimed one or more of Universal Credit, Tax Credits, or Housing Benefit at any point in the year to be classed as low income in these statistics. Children are dependent individuals aged under 16; or aged 16 to 19 in full-time non-advanced education. The count of children refers to the age of the child at 31 March of each year.

Data are calibrated to the Households Below Average Income (HBAI) survey regional estimates of children in low income but provide more granular local area information not available from the HBAI. For further information and methodology on the construction of these statistics, visit this link. Totals may not sum due to rounding.

Data is Powered by LG Inform Plus and automatically checked for new data on the 3rd of each month.

Occupational Skills and Tasks

Understanding the Role of Skills in Online Job Ads

By [source]

About this dataset

This dataset provides an invaluable resource to better understand the connection between occupational skills and related tasks associated with them. Drawing from online job advertisements, it reflects how the range of skills and tasks an individual needs to have within a job role changes over time. The data has been reconciled with the JRC-Eurofound Task Taxonomy, making this dataset a powerful tool for researchers who are looking to understand an occupation's profile and competency requirements. This includes two columns SKILL and TASK which provide descriptors that have been reconciled with the Task Taxonomy respective to their positions respectively. With such insights found in this data, one can not only recognize skilled-based jobs along bettering their hiring practices but also facilitate a more holistic understanding of talent identification during modern recruitment processes

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For more datasets, click here.

Featured Notebooks

• 🚨 Your notebook can be here! 🚨!

How to use the dataset

• Get familiar with the two columns - SKILL and TASK. The SKILL column describes skill descriptors found in online job advertisements that have been reconciled with the JRC-Eurofound Task Taxonomy, whilst TASK provides the task for each skill description entry.
• Explore how different occupations rely on different sets of skills/tasks or look into trends over time by examining datasets from different years or by filtering them by type/labour market.
• Consider utilizing data visualization techniques like heat maps in order to more easily recognize patterns in large data sets such as those found in this dataset
• Make sure you check out other similar datasets available on kaggle's platform (e.g., Education, Professional Background), as they may have useful connections or overlap with this one based on common data points like geography/location, occupation type etc..

By following these tips you’ll be able to benefit more fully from this great resource!

Research Ideas

• Analyzing the correlation between specific jobs and growth rate of certain skills over time.
• Examining how certain skills may be trending in a particular job market or industry sector.
• Comparing and contrasting occupational skill profiles between different professions or geographical locations to better allocate resources appropriately for hiring and training purposes

Acknowledgements

If you use this dataset in your research, please credit the original authors. Data Source

License

License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: skill_task_dictionary.csv | Column name | Description | |:--------------|:------------------------------------------------------------| | SKILL | A description of the skill required for the job. (Text) | | TASK | A description of the task associated with the skill. (Text) |

Acknowledgements

If you use this dataset in your research, please credit the original authors. If you use this dataset in your research, please credit .

🇬🇧 영국 English This dataset uses ONS Claimant Count estimates to monitor unemployment in Leicester.Claimant Count is the number of people claiming Universal Credit or Jobseekers' Allowance principally for the reason of being unemployed.Claimant Count is a useful proxy for unemployment because it is the most comprehensive unemployment-related dataset published at geographies smaller than the local authority level. While there is significant overlap, it is not the same as the national measure for unemployment, which is based on estimates from the Labour Force Survey and Annual Population Survey.Claimant Count is best used for understanding short term changes in the labour market and the relative position of small areas.Rates are calculated using ONS mid-year or census based population estimates for the 16-64 year old population as a denominator.A dashboard has also been produced summarising this data into a single page. Click here to view: DashboardFurther information: https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/methodologies/aguidetolabourmarketstatistics#introduction

This dataset uses ONS Claimant Count estimates to monitor unemployment in Leicester.Claimant Count is the number of people claiming Universal Credit or Jobseekers' Allowance principally for the reason of being unemployed.Claimant Count is a useful proxy for unemployment because it is the most comprehensive unemployment-related dataset published at geographies smaller than the local authority level. While there is significant overlap, it is not the same as the official measure for unemployment, which is based on estimates from the Labour Force Survey and Annual Population Survey.Claimant Count is best used for understanding short term changes in the labour market and the relative position of small areas.Rates are calculated using ONS mid-year or census based population estimates for the 16-64 year old population as a denominator.A dashboard has also been produced summarising this data into a single page. Click here to view: DashboardFurther information: https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/methodologies/aguidetolabourmarketstatistics#introduction

This dataset uses Claimant Count to monitor unemployment in Leicester and Upper-Tier-Local-Authority (UTLA) comparators as defined by the ONS as well as UTLAs in the East Midlands, and England core cities.Claimant Count is the number of people claiming Universal Credit or Jobseekers' Allowance principally for the reason of being unemployed.Claimant Count is a useful proxy for unemployment because it is the most comprehensive unemployment-related dataset published at geographies smaller than the local authority level. While there is significant overlap, it is not the same as the national measure for unemployment, which is based on estimates from the Labour Force Survey and Annual Population Survey.Claimant Count is best used for understanding short term changes in the labour market and the relative position of small areas.Rates are calculated using ONS mid-year or census-based population estimates for the 16-64 year old population as a denominator.A dashboard has also been produced summarising this data into a single page. Click here to view: DashboardFurther information: https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/methodologies/aguidetolabourmarketstatistics#introduction